{"id":"W2015464921","doi":"10.1016/j.jconhyd.2007.07.001","title":"Quantification of biotransformation of chlorinated hydrocarbons in a biostimulation study: Added value via stable carbon isotope analysis","year":2007,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reductive dechlorination; Chemistry; Biostimulation; Biotransformation; Vinyl chloride; Environmental chemistry; Trichloroethylene; Biodegradation; Dehalococcoides; Bioremediation; Halocarbon; Organic chemistry; Contamination","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004437492,0.0004673728,0.0003060735,0.0003760321,0.0004017843,0.0006092506,0.0002610633,0.0007517859,0.0008163459],"category_scores_gemma":[0.0006644369,0.0002967703,0.0002496868,0.0004023005,0.0004927642,0.0003704032,0.0002901855,0.0005515403,0.0002705284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006943058,"about_ca_system_score_gemma":0.0008554771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702735,"about_ca_topic_score_gemma":0.01396588,"domain_scores_codex":[0.9996027,0.00005649096,0.00001757161,0.0001060585,0.0001691568,0.00004801793],"domain_scores_gemma":[0.999574,0.0001258879,0.00005388595,0.00003134417,0.0001611016,0.00005381969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001519929,0.00001048086,0.0004492116,0.000009596688,0.000002778559,0.00000972333,0.0000124528,0.00005136225,0.9984838,0.00001533086,0.00000831679,0.0007950739],"study_design_scores_gemma":[0.000007231534,0.00009048867,0.002939074,0.000001597722,0.00000814384,0.00003212016,0.00001779148,0.0007622218,0.9958408,0.00001448824,0.0002801424,0.000005765723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905317,0.0003956077,0.007373114,0.00008097183,0.00002084524,0.00005760564,0.0004334341,0.00006605401,0.00104068],"genre_scores_gemma":[0.98647,0.0005328266,0.008960218,0.00006255995,0.0000124333,0.00006166651,0.0005699832,0.00004974446,0.003280486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00702735,"threshold_uncertainty_score":0.01397288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906709675044786,"score_gpt":0.2456543994876099,"score_spread":0.2365873027371621,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}